Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks. - Xiaxin Zhu; Fangming Guo; Xianlei Long; Qingyi Gu; Chao Chen 004; Fuqiang Gu (CoRR, 2024)

Spike-BRGNet: Efficient and Accurate Event-Based Semantic Segmentation With Boundary Region-Guided Spiking Neural Networks. - Xianlei Long; Xiaxin Zhu; Fangming Guo; Chao Chen 004; Xiangwei Zhu; Fuqiang Gu; Songyu Yuan; Chunlong Zhang (IEEE Trans. Circuits Syst. Video Technol., 2025)